Quick reference for picking a provider/CLI on day 1. All numbers verified early-mid 2026 — confirm live before you depend on them. Pricing and quotas change frequently (especially Chinese providers and free-tier limits).
| Goal | Pick | Why |
|---|---|---|
| Zero cost, zero card | Gemini CLI with personal Google account | Generous free tier, no card required, 60 req/min |
| Zero cost + multi-provider | opencode + Gemini API key (AI Studio free tier) | Model-agnostic CLI; swap providers later without changing tool |
A pattern for building personal knowledge bases using LLMs.
This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.
Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.
This is a collection of the tweaks and modification I've made to my Arch Linux installation over the months. These may be applicable to other distros, but please check first before doing anything. I also included Arch Wiki references for all the procedures I mentioned. My recommendation is not to blindly follow this gist but to always check with the Arch Linux wiki first. Things move fast and by the time you're reading this my gist may be out of date. Lastly, the golden rule: never execute a command you don't understand.
My current DE of choice is KDE's Plasma. I find it just about perfect.
There are various ways to install it on Arch. The most popular one is to install plasma and plasma-applications, but I don't like doing that because it comes with too many programs I'll never use. I, instead, install the base plasma group, remove the few extra packages that come with it, then I finish off by installing a few KDE apps that don't come with th
| RAL,RGB,HEX,CMYK,LRV,English,German,French,Spanish,Italian,Dutch | |
| RAL 1000,205-186-136,#CDBA88,0-9-34-20,51.79,Green beige,Grünbeige,Beige vert,Beige verdoso,Beige verdastro,Groenbeige | |
| RAL 1001,208-176-132,#D0B084,0-15-37-18,48.09,Beige,Beige,Beige,Beige,Beige,Beige | |
| RAL 1002,210-170-109,#D2AA6D,0-19-48-18,45.07,Sand yellow,Sandgelb,Jaune sable,Amarillo arena,Giallo sabbia,Zandgeel | |
| RAL 1003,249-169-0,#F9A900,0-32-100-2,49.05,Signal yellow,Signalgelb,Jaune de sécurité,Amarillo señales,Giallo segnale,Signaalgeel | |
| RAL 1004,228-158-0,#E49E00,0-31-100-11,42.13,Golden yellow,Goldgelb,Jaune or,Amarillo oro,Giallo oro,Goudgeel | |
| RAL 1005,203-143-0,#CB8F00,0-30-100-20,34.15,Honey yellow,Honiggelb,Jaune miel,Amarillo miel,Giallo miele,Honinggeel | |
| RAL 1006,225-144-0,#E19000,0-36-100-12,37.45,Maize yellow,Maisgelb,Jaune maïs,Amarillo maíz,Giallo polenta,Maisgeel | |
| RAL 1007,232-140-0,#E88C00,0-40-100-9,37.63,Daffodil yellow,Narzissengelb,Jaune narcisse,Amarillo narciso,Giallo narciso,Narcissengeel | |
| RAL 1011,175-128-80,#AF8050,0-27 |
| import android.content.Context | |
| import android.graphics.Bitmap | |
| import android.graphics.BitmapFactory | |
| import android.graphics.BlurMaskFilter | |
| import android.graphics.Matrix | |
| import android.view.ViewGroup | |
| import androidx.camera.core.CameraSelector | |
| import androidx.camera.core.ImageCapture | |
| import androidx.camera.core.ImageCaptureException | |
| import androidx.camera.core.ImageProxy |
| # Check Nahimic service status | |
| $nahimicService = Get-Service -Name "Nahimic service" -ErrorAction SilentlyContinue | |
| if ($nahimicService) { | |
| if ($nahimicService.Status -eq "Running") { | |
| Write-Host "Nahimic service is currently running." -ForegroundColor Yellow | |
| Write-Host "Advice: If you're experiencing issues related to Nahimic or high CPU/RAM usage, consider stopping and disabling the service." | |
| } | |
| else { | |
| Write-Host "Nahimic service is present but currently not running." -ForegroundColor Green |
The Creality CR-Scan Lizard 3D scanner uses JM Studio software, provided by 3DMakerPro. Creality also shipped their own rebrand called CR Studio, but it is no longer maintained. JM Studio remains actively developed and supports the Lizard series. Tested with the Lizard ICT 100W model.
Other Creality scanners (Raptor, Ferret, etc.) use Creality Scan, which is different software and is not covered here.